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AMC: AutoML for Model Compression and Acceleration on Mobile Devices #22

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nocotan opened this issue Feb 17, 2021 · 0 comments
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nocotan commented Feb 17, 2021

一言でいうと

強化学習ベースのモデル圧縮のためのAutoML手法.

論文リンク

https://openaccess.thecvf.com/content_ECCV_2018/papers/Yihui_He_AMC_Automated_Model_ECCV_2018_paper.pdf

著者/所属機関

Yihui He, Ji Lin, Zhijian Liu, Hanrui Wang, Li-Jia Lil, Song Han
Massachusetts Institute of Technology
Carnegie Mellon University
Google

投稿日付(yyyy/MM/dd)

2018/02/10

概要

Screen Shot 2021-02-18 at 0 47 06

新規性・差分

  • 強化学習に基づいた自動モデル圧縮手法の提案
  • その後の自動モデル圧縮手法で多く引用されている.

手法

Screen Shot 2021-02-18 at 0 47 39

結果

Screen Shot 2021-02-18 at 0 48 02

Screen Shot 2021-02-18 at 0 48 19

Screen Shot 2021-02-18 at 0 48 38

コメント

@nocotan nocotan self-assigned this Feb 17, 2021
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